SHREC’08 entry: Shape retrieval of noisy watertight models using aMRG

Tony Tung, F. Schmitt
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引用次数: 13

Abstract

This paper presents an evaluation of the stability of the augmented multiresolution Reeb graph (aMRG) for shape retrieval of 3D watertight models. The method is based on a Reeb graph construction which is a well-known topology based shape descriptor. Using multiresolution property and additive geometrical and topological informations, aMRG has shown its efficiency and robustness to retrieve high quality 3D models. The SHREC - SHape REtrieval Contest 2008 Stability on Watertight Models Track data collection B is composed of 1500 models: 15 classes of 100 models. Each class contains original models and models with noise. We propose to evaluate the robustness of the aMRG with embedded topological features with regards to the following perturbations: Gaussian noise, uneven re-sampling, small protrusions, and topological noise.
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论文题目:基于aMRG的噪声水密模型形状检索
本文对增广多分辨率Reeb图(aMRG)用于三维水密模型形状检索的稳定性进行了评价。该方法基于Reeb图构造,这是一种众所周知的基于拓扑的形状描述符。利用多分辨率特性和可加性几何拓扑信息,aMRG显示了其检索高质量三维模型的有效性和鲁棒性。轨道数据集B由1500个模型组成:15类100个模型。每个类包含原始模型和带有噪声的模型。我们建议评估具有嵌入拓扑特征的aMRG在以下扰动方面的鲁棒性:高斯噪声、不均匀重采样、小突起和拓扑噪声。
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